Evaluating RL agents for safe and trustworthy deployment in critical infrastructure

Devika Jay , Saurav Prakash , Santhosh GS , Ananya Ravi , Shiv Jithendra Patil , Anish Shrikant Mulay

Description:

Evaluating black-box RL agents deployed in telecom settings (e.g., antenna tilt/intent optimization) for KPI coverage, safety-constraint violations, and robustness to noise/distribution shift; building a certification pipeline for RL agent guardrails, in collaboration with Ericsson.